| Combating noisy labels by agreement: A joint training method with co-regularization | Mar 5, 2020 | DiversityImage Classification | CodeCode Available | 1 | 5 |
| Learning by Fixing: Solving Math Word Problems with Weak Supervision | Dec 19, 2020 | MathWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios | Mar 7, 2022 | Human Behavior ForecastingWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance | Jul 1, 2022 | AttributeRelational Reasoning | CodeCode Available | 1 | 5 |
| Exploring Effective Priors and Efficient Models for Weakly-Supervised Change Detection | Jul 20, 2023 | Change DetectionDecoder | CodeCode Available | 1 | 5 |
| PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition | Jul 29, 2022 | Handwritten Chinese Text RecognitionLine Detection | CodeCode Available | 1 | 5 |
| Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning | May 1, 2022 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
| Learning Video Object Segmentation from Unlabeled Videos | Mar 10, 2020 | ObjectRepresentation Learning | CodeCode Available | 1 | 5 |
| Single-Image HDR Reconstruction by Multi-Exposure Generation | Oct 28, 2022 | HDR ReconstructionTone Mapping | CodeCode Available | 1 | 5 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| AmbigQA: Answering Ambiguous Open-domain Questions | Apr 22, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| libcll: an Extendable Python Toolkit for Complementary-Label Learning | Nov 19, 2024 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
| Weakly Supervised Visual Semantic Parsing | Jan 8, 2020 | Graph GenerationImage Retrieval | CodeCode Available | 1 | 5 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 | 5 |
| A Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial Annotations | Nov 7, 2023 | Cell DetectionCell Tracking | CodeCode Available | 0 | 5 |
| Analyzing Differentiable Fuzzy Logic Operators | Feb 14, 2020 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Multiple Instance Learning: A Survey of Problem Characteristics and Applications | Dec 11, 2016 | BenchmarkingDocument Classification | CodeCode Available | 0 | 5 |
| Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation | Jun 1, 2019 | Image-level Supervised Instance SegmentationMulti-Task Learning | CodeCode Available | 0 | 5 |
| Weakly Supervised Clustering by Exploiting Unique Class Count | Jun 18, 2019 | ClusteringMultiple Instance Learning | CodeCode Available | 0 | 5 |
| Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning | Jun 4, 2024 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations | Dec 11, 2023 | Semantic SegmentationWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images | Aug 3, 2018 | Image ClassificationWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| mil-benchmarks: Standardized Evaluation of Deep Multiple-Instance Learning Techniques | May 4, 2021 | Multiple Instance LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Negative Evidence Matters in Interpretable Histology Image Classification | Jan 7, 2022 | ClassificationDecoder | CodeCode Available | 0 | 5 |
| Medical Image Segmentation Using Deep Learning: A Survey | Sep 28, 2020 | Data AugmentationDeep Learning | CodeCode Available | 0 | 5 |
| MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning | Apr 27, 2024 | Answer GenerationMedical Question Answering | CodeCode Available | 0 | 5 |
| Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification Challenge | Jun 20, 2024 | SegmentationWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Master's Thesis : Deep Learning for Visual Recognition | Oct 18, 2016 | Deep LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| MergeUp-augmented Semi-Weakly Supervised Learning for WSI Classification | Aug 23, 2024 | ClassificationDiversity | CodeCode Available | 0 | 5 |
| Losses over Labels: Weakly Supervised Learning via Direct Loss Construction | Dec 13, 2022 | feature selectionimage-classification | CodeCode Available | 0 | 5 |
| A Unified Approach to Count-Based Weakly-Supervised Learning | Nov 22, 2023 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 | 5 |
| MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation | Sep 28, 2024 | Image SegmentationMamba | CodeCode Available | 0 | 5 |
| META: Metadata-Empowered Weak Supervision for Text Classification | Nov 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Nested Multiple Instance Learning with Attention Mechanisms | Nov 1, 2021 | Multiple Instance LearningTime Series Analysis | CodeCode Available | 0 | 5 |
| Learning Group Importance using the Differentiable Hypergeometric Distribution | Mar 3, 2022 | ClusteringSelection bias | CodeCode Available | 0 | 5 |
| Constrained Labeling for Weakly Supervised Learning | Sep 15, 2020 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Learning to Generate Visual Questions with Noisy Supervision | Dec 1, 2021 | Question GenerationQuestion-Generation | CodeCode Available | 0 | 5 |
| Constrained-CNN losses for weakly supervised segmentation | May 12, 2018 | Medical Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Learning Semantic Segmentation with Query Points Supervision on Aerial Images | Sep 11, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Learning from True-False Labels via Multi-modal Prompt Retrieving | May 24, 2024 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Conformal Prediction with Partially Labeled Data | Jun 1, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Learning from Video and Text via Large-Scale Discriminative Clustering | Jul 27, 2017 | Action RecognitionClustering | CodeCode Available | 0 | 5 |
| Learning from Reduced Labels for Long-Tailed Data | Mar 25, 2024 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Learning more expressive joint distributions in multimodal variational methods | Sep 8, 2020 | ColorizationVariational Inference | CodeCode Available | 0 | 5 |
| Learning 3D Shape Completion under Weak Supervision | May 18, 2018 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Learning 3D Shape Completion From Laser Scan Data With Weak Supervision | Jun 1, 2018 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology | Nov 28, 2018 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| 3D Face Modeling From Diverse Raw Scan Data | Feb 13, 2019 | 3D Face Modelling3D Face Reconstruction | CodeCode Available | 0 | 5 |
| AsyCo: An Asymmetric Dual-task Co-training Model for Partial-label Learning | Jul 21, 2024 | Partial Label LearningPartially Labeled Datasets | CodeCode Available | 0 | 5 |
